 Zhou Taichang
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0b0d2d7009
|
[Rebase] Align vLLM-Omni with vLLM v0.31.0 (#8459)
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
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2026-10-05 14:11:01 +08:00 |
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bbd539d2b6
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[feature] Enable multi-node inference through Ray backend (#7938)
Signed-off-by: Maciej Bala <mbala@nvidia.com>
Co-authored-by: Bartosz Stefaniak <bstefaniak@nvidia.com>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
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2026-10-05 02:53:36 +00:00 |
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SunandOpenAI Codex
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3f20252151
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[Model] Fuse MammothModa2 QK norm and RoPE (#7969)
Signed-off-by: levius <2114377220@qq.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
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2026-10-05 02:44:45 +08:00 |
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hurukawa
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b9cf74352a
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[Perf] Support continuous batching for MammothModa2 (#7954)
Signed-off-by: nagisa-kun <1434936049@qq.com>
Signed-off-by: nagisa <1434936049@qq.com>
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2026-10-05 02:22:37 +08:00 |
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hurukawa
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c9c478dd07
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[Perf] Support TeaCache for MammothModa2 (#5357)
Signed-off-by: nagisa-kun <1434936049@qq.com>
Signed-off-by: nagisa <1434936049@qq.com>
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2026-10-05 01:25:56 +08:00 |
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andyluo7
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c9bee166fb
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ci: route AR paged attention tests to GPU lanes (#8346)
Signed-off-by: andyluo7 <andy.luo@amd.com>
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2026-10-04 23:13:21 +13:00 |
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Rahul SteigerandRahul Steiger
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4934741df9
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[Bugfix] Add TRTLLM attention custom op and execution contract (#7214)
Signed-off-by: Rahul Steiger <rsteiger@aws-cmh-slurm-1-vscode-04.cm.cluster>
Signed-off-by: Rahul Steiger <rsteiger@nvidia.com>
Co-authored-by: Rahul Steiger <rsteiger@aws-cmh-slurm-1-vscode-04.cm.cluster>
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2026-10-04 09:33:51 +00:00 |
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nodeeeeee
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b65f97bc48
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[Feature] Add MiniMax H3 res_multistep sampler (#8378)
Signed-off-by: nodeeeeee <zhangkai.nodeee@gmail.com>
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2026-10-04 07:26:19 +00:00 |
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YAN YIXINandClaude Opus 5.5
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148cb943ce
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[Bugfix][CI/Build] Fix layerwise offload shutdown and enable it for the LTX-2 distilled T2V accuracy test (#8453)
Signed-off-by: nikiwang-125 <yixinyan79@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-04 07:25:51 +00:00 |
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Yueqian Lin
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4025bb30f6
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[Perf][AuK] Graph the encoder prefill, cache reference latents and fuse the codec activation (#8305)
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
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2026-10-02 15:43:55 +00:00 |
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Yueqian Lin
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13c66da752
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[Perf][AuK] Precompute adaLN modulations per request and run the conv position embedding as one GEMM (#8328)
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
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2026-10-02 08:12:29 -07:00 |
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b10270a01c
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[AR-Diffusion] Page in kernel-legal blocks so the default resolution can run (#6481)
Signed-off-by: linzhenpl07 <linzhenpl07@gmail.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
Co-authored-by: Zhou Taichang <tzhouam@connect.ust.hk>
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2026-10-02 20:05:04 +08:00 |
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Rahul Steiger
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596487fe62
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[Core] Prototype diffusion attention execution contracts with FA4 (#7379)
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2026-10-02 17:58:47 +08:00 |
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MaciejBalaNVand汪志鹏
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97d6c693a6
|
[feature] Add HSDP pre-sharded option (#7948)
Signed-off-by: Maciej Bala <mbala@nvidia.com>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
|
2026-10-02 09:35:09 +00:00 |
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汪志鹏
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b742f86136
|
[CI/Build] Restore streaming executor fixture contract (#8418)
Signed-off-by: princepride <wangzhipeng628@gmail.com>
|
2026-10-02 01:45:56 -07:00 |
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andyluo7
|
53c7340668
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test: measure offload memory inside diffusion workers (#8189)
Signed-off-by: andyluo7 <andy.luo@amd.com>
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2026-10-02 14:07:20 +08:00 |
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wtz2333andYuanheng Zhao
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68003cf6ad
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[Bugfix] Fix washed-out LingBot Video outputs (#7037)
Signed-off-by: wtz2333 <2955110911@qq.com>
Co-authored-by: Yuanheng Zhao <54058983+yuanheng-zhao@users.noreply.github.com>
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2026-10-02 03:57:50 +00:00 |
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andyluo7
|
bbee488da3
|
fix: repair ROCm test routing, CPU timeouts, and Breeze autotuning (#8342)
Signed-off-by: andyluo7 <andy.luo@amd.com>
|
2026-10-02 07:36:41 +08:00 |
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汪志鹏
|
a038b38179
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[Model] Add MiniMax-H3 latent super-resolution and hi-res refinement (#8322)
Signed-off-by: princepride <wangzhipeng628@gmail.com>
|
2026-10-01 14:24:40 +08:00 |
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yzhautouskay
|
27a6321a63
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[Model][Cosmos3] Keep diffusion sampling state in FP32 (#7592)
Signed-off-by: Yuliya Zhautouskaya <yzhautouskay@nvidia.com>
|
2026-09-30 11:35:51 -07:00 |
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004a5711dc
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[Bugfix][Helios] Guard cross-attn KV cache against address reuse (#8064)
Signed-off-by: yancaocn <yancaochn@163.com>
Co-authored-by: yancaocn <yancaochn@163.com>
Co-authored-by: Zhou Taichang <tzhouam@connect.ust.hk>
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2026-09-30 16:44:51 +08:00 |
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aa41a3ac97
|
[Bugfix] Fix the remaining Python 3.10 breakages (#7985)
Signed-off-by: Armaan Amatya <armaanamatya2014@gmail.com>
Signed-off-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-09-30 11:38:23 +08:00 |
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vOv
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25bdb38b11
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[Bugfix] Do not block diffusion client shutdown on a dead subprocess (#7812)
Signed-off-by: cr-gao <gaochenrui@sjtu.edu.cn>
|
2026-09-30 11:25:37 +08:00 |
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Yueqian Lin
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146ccc133a
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[Perf][AuK] Compile the DiT step, use cuDNN attention and warm up at startup (#8300)
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
|
2026-09-30 11:21:21 +08:00 |
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35cf6ac355
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[Feat][Perf][AuK]Support Online Serving and DiT CUDAGraph (#7469)
Signed-off-by: boatman <109857087+sphinxkkkbc@users.noreply.github.com>
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Yueqian Lin <linyueqian@outlook.com>
|
2026-09-30 00:18:38 +00:00 |
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BruceLoveDecimalandYueqian Lin
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3a28882946
|
[Perf][Auk] VAE cuda graph and tiling (#7881)
Signed-off-by: liuqihao <liuqihao970610@gmail.com>
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Yueqian Lin <linyueqian@outlook.com>
|
2026-09-29 23:27:01 +00:00 |
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andyluo7
|
f145f66c82
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test: define Wan fused BF16 parity budget (#8188)
Signed-off-by: andyluo7 <andy.luo@amd.com>
|
2026-09-29 22:43:14 +08:00 |
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Sy03
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001f8a80b9
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[Core] Extend the shared multi-stage execution framework for mixed V1/MRv2 pipelines (#8184)
Signed-off-by: Sy03 <1370724210@qq.com>
|
2026-09-29 07:40:57 -07:00 |
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|
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7d6904aa94
|
SeedVR2: bounded long-video restoration (#8102)
Signed-off-by: 0z5a <Dezhen.lu@student.uni-tuebingen.de>
Signed-off-by: 0z5a <dezhen.lu@uni-tuebingen.de>
Signed-off-by: 0z5a <dezhen.lu@student.uni-tuebingen.de>
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Co-authored-by: 0z5a <dezhen.lu@uni-tuebingen.de>
Co-authored-by: princepride <wangzhipeng628@gmail.com>
|
2026-09-29 11:33:50 +00:00 |
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Ding Zuhao
|
1c1fdf719c
|
[Bugfix][BAGEL] Keep replicated prefill and cache-update phases off the SP strategy (#8177)
Signed-off-by: Ding Zuhao <e1583181@u.nus.edu>
|
2026-09-29 03:45:49 +00:00 |
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RuQing Xu
|
0173cb3748
|
[Kernel] Improve 2 backends importing FlashInfer: FLASHINFER_ATTN and TRTLLM_ATTN (#7431)
Signed-off-by: Ruqing Xu <7891482+xrq-phys@users.noreply.github.com>
|
2026-09-28 21:21:58 +00:00 |
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7266fc6138
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[Bugfix] Avoid enlarging MiniMax H3 reference images and videos (#8253)
Signed-off-by: lishunyang12 <lishunyang12@users.noreply.github.com>
Co-authored-by: lishunyang12 <lishunyang12@users.noreply.github.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
|
2026-09-28 20:12:53 +00:00 |
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Nick CaoandCodex
|
b656fcf45b
|
[Tests] Use get_file_store_init_method helper from vllm (#7528)
Signed-off-by: Nick Cao <ncao@redhat.com>
Co-authored-by: Codex <noreply@openai.com>
|
2026-09-28 14:22:25 -04:00 |
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Jierui (Jerry) XuandClaude Opus 5
|
965ad68f1d
|
[Kernel][MammothModa2] Use shared RMSNorm in the DiT (#7489)
Signed-off-by: Jerry Xu <xjr2423@gmail.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
|
2026-09-29 00:12:16 +08:00 |
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R0CKSTAR
|
29b818a785
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feat(magi2): add fused BF16 routed MoE path (#7206)
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
|
2026-09-28 23:20:30 +08:00 |
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DMANandHongsheng Liu
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79a46a4f54
|
[Perf][Diffusion] support Sensenova online fp8 (#7955)
Signed-off-by: Dmaner <2663515256@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
|
2026-09-28 23:17:37 +08:00 |
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andyluo7andwangyu
|
36b74f99f6
|
test: keep Hunyuan LoRA CPU path on native linear (#8166)
Signed-off-by: andyluo7 <andy.luo@amd.com>
Co-authored-by: wangyu <53896905+yenuo26@users.noreply.github.com>
|
2026-09-28 04:33:40 +00:00 |
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Ding Zuhao
|
1b97ff1188
|
[Model] Support SenseNova-U1-A3B-MoT (MoE) (#8172)
Signed-off-by: Ding Zuhao <e1583181@u.nus.edu>
|
2026-09-27 08:48:08 +00:00 |
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Shenglei FuandClaude
|
eb67caaaa9
|
[Diffusion] Enable request-level batching for Boogu-Image (TI2I) (#7227)
Signed-off-by: Shenglei Fu <sfu@confluent.io>
Signed-off-by: Shenglei Fu <117230642+ShengleiFu@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>
|
2026-09-26 22:53:35 +08:00 |
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R0CKSTAR
|
e75278dccc
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feat(magi2): add fused SwiGLU7 activation (#7252)
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
|
2026-09-26 22:53:04 +08:00 |
|
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Anjie HouandHongsheng Liu
|
8a49c65bf9
|
[Core][Diffusion] Add byte backpressure to chunk transfers (#7916)
Signed-off-by: specture724 <specture724@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
|
2026-09-26 17:48:32 +08:00 |
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|
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acf6620233
|
[Refactor][Diffusion] Read the resolved offload policy outside the config layer (#7327)
Signed-off-by: specture724 <specture724@gmail.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
|
2026-09-26 17:45:20 +08:00 |
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wangyu
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43e507117f
|
[Bugfix] Restore torch default device between tests (#8157)
Signed-off-by: wangyu <410167048@qq.com>
|
2026-09-25 15:05:37 +00:00 |
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|
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95781c31e0
|
[Bugfix][Diffusion] Skip AllGather DLO weight restore on worker shutdown (#8103)
Signed-off-by: specture724 <specture724@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
|
2026-09-25 08:33:32 +00:00 |
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R0CKSTARandHongsheng Liu
|
3bf96080f3
|
feat(magi2): add fused mHC post-processing (#7261)
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
|
2026-09-25 16:25:12 +08:00 |
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|
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0c7042d0d5
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[Feature][Diffusion] Add BOOGU Image sequence parallel support (#5718)
Signed-off-by: Xenoryn <timberh2000@outlook.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
|
2026-09-25 16:18:23 +08:00 |
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NumberWan
|
e5613794ca
|
[BugFix][Cosmos3] Decode uploaded video paths in v2v preprocess (#8106)
Signed-off-by: NumberWan <wantszkin2003@gmail.com>
|
2026-09-25 07:53:24 +00:00 |
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|
Gao Han
|
69de153f6e
|
[Bugfix] Stop cancelled MiniMax-H3 requests at denoising boundaries (#7844)
Signed-off-by: Gao Han <hgaoaf@connect.ust.hk>
|
2026-09-25 13:36:09 +08:00 |
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BeatSeatandamy-why-3459
|
b308e196c9
|
[Model] Support request-level batching for MammothModa2 DiT on shared runtime (#7476)
Signed-off-by: BeatSeat <wendavid552@gmail.com>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>
|
2026-09-25 10:34:59 +08:00 |
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ChoHeeandGao Han
|
af46abebb5
|
[Bugfix][Diffusion] Bound diffusion execute RPCs with the DP wave timeout (#7745)
Signed-off-by: ChoHee15 <cc5281@126.com>
Signed-off-by: Gao Han <hgaoaf@connect.ust.hk>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
|
2026-09-24 16:56:41 +00:00 |
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